ArabicNewSplits6_FineTuningAraBERT_run3_AugV5_k17_task2_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.6416
• Qwk: 0.5137
• Mse: 0.6416
• Rmse: 0.8010

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0238	2	4.3394	-0.0308	4.3394	2.0831
No log	0.0476	4	2.4460	-0.0028	2.4460	1.5640
No log	0.0714	6	1.3813	0.0289	1.3813	1.1753
No log	0.0952	8	1.0510	-0.0337	1.0510	1.0252
No log	0.1190	10	0.7800	0.1315	0.7800	0.8832
No log	0.1429	12	0.8207	0.0978	0.8207	0.9059
No log	0.1667	14	0.8134	0.1546	0.8134	0.9019
No log	0.1905	16	0.8166	0.0915	0.8166	0.9037
No log	0.2143	18	0.8327	0.0845	0.8327	0.9125
No log	0.2381	20	0.9825	-0.0340	0.9825	0.9912
No log	0.2619	22	1.1928	-0.0043	1.1928	1.0921
No log	0.2857	24	0.8501	0.1162	0.8501	0.9220
No log	0.3095	26	0.7850	0.2327	0.7850	0.8860
No log	0.3333	28	0.7021	0.2995	0.7021	0.8379
No log	0.3571	30	0.6913	0.2451	0.6913	0.8314
No log	0.3810	32	0.9005	0.1097	0.9005	0.9489
No log	0.4048	34	1.1364	0.1276	1.1364	1.0660
No log	0.4286	36	0.9674	0.1179	0.9674	0.9836
No log	0.4524	38	0.7110	0.3709	0.7110	0.8432
No log	0.4762	40	0.6367	0.3762	0.6367	0.7979
No log	0.5	42	0.6543	0.4283	0.6543	0.8089
No log	0.5238	44	0.8018	0.3525	0.8018	0.8954
No log	0.5476	46	0.9307	0.3592	0.9307	0.9647
No log	0.5714	48	0.9428	0.3164	0.9428	0.9710
No log	0.5952	50	0.7599	0.3537	0.7599	0.8717
No log	0.6190	52	0.7362	0.3421	0.7362	0.8580
No log	0.6429	54	0.6342	0.3983	0.6342	0.7964
No log	0.6667	56	0.6243	0.3757	0.6243	0.7901
No log	0.6905	58	0.6474	0.3820	0.6474	0.8046
No log	0.7143	60	0.6244	0.3852	0.6244	0.7902
No log	0.7381	62	0.6261	0.4033	0.6261	0.7913
No log	0.7619	64	0.6664	0.4053	0.6664	0.8164
No log	0.7857	66	1.0130	0.2998	1.0130	1.0065
No log	0.8095	68	1.4593	0.2358	1.4593	1.2080
No log	0.8333	70	1.3025	0.2665	1.3025	1.1413
No log	0.8571	72	0.8067	0.3365	0.8067	0.8982
No log	0.8810	74	0.5970	0.3781	0.5970	0.7727
No log	0.9048	76	0.6635	0.3074	0.6635	0.8145
No log	0.9286	78	0.6414	0.3203	0.6414	0.8009
No log	0.9524	80	0.5818	0.4108	0.5818	0.7628
No log	0.9762	82	0.6160	0.3958	0.6160	0.7848
No log	1.0	84	0.6079	0.3993	0.6079	0.7797
No log	1.0238	86	0.6829	0.3886	0.6829	0.8264
No log	1.0476	88	0.7915	0.2834	0.7915	0.8897
No log	1.0714	90	0.7962	0.3741	0.7962	0.8923
No log	1.0952	92	0.6556	0.4009	0.6556	0.8097
No log	1.1190	94	0.6399	0.4809	0.6399	0.8000
No log	1.1429	96	0.7450	0.4520	0.7450	0.8631
No log	1.1667	98	1.0353	0.3689	1.0353	1.0175
No log	1.1905	100	1.4397	0.3063	1.4397	1.1999
No log	1.2143	102	1.2150	0.3179	1.2150	1.1023
No log	1.2381	104	0.7865	0.4599	0.7865	0.8869
No log	1.2619	106	0.7016	0.4959	0.7016	0.8376
No log	1.2857	108	0.6945	0.5047	0.6945	0.8334
No log	1.3095	110	0.6583	0.5077	0.6583	0.8113
No log	1.3333	112	0.7092	0.4592	0.7092	0.8422
No log	1.3571	114	0.9085	0.3810	0.9085	0.9531
No log	1.3810	116	1.0062	0.4010	1.0062	1.0031
No log	1.4048	118	0.8718	0.4367	0.8718	0.9337
No log	1.4286	120	0.6630	0.5520	0.6630	0.8143
No log	1.4524	122	0.6732	0.5169	0.6732	0.8205
No log	1.4762	124	0.6539	0.5033	0.6539	0.8086
No log	1.5	126	0.6272	0.5325	0.6272	0.7920
No log	1.5238	128	0.7133	0.4476	0.7133	0.8446
No log	1.5476	130	0.9454	0.3777	0.9454	0.9723
No log	1.5714	132	0.8688	0.4037	0.8688	0.9321
No log	1.5952	134	0.6786	0.4524	0.6786	0.8238
No log	1.6190	136	0.6394	0.5122	0.6394	0.7996
No log	1.6429	138	0.6550	0.4902	0.6550	0.8093
No log	1.6667	140	0.6712	0.4975	0.6712	0.8193
No log	1.6905	142	0.7053	0.4857	0.7053	0.8398
No log	1.7143	144	0.7321	0.4265	0.7321	0.8557
No log	1.7381	146	0.6650	0.4837	0.6650	0.8154
No log	1.7619	148	0.6590	0.4759	0.6590	0.8118
No log	1.7857	150	0.6930	0.4509	0.6930	0.8325
No log	1.8095	152	0.6682	0.4649	0.6682	0.8174
No log	1.8333	154	0.6448	0.3829	0.6448	0.8030
No log	1.8571	156	0.6767	0.3709	0.6767	0.8226
No log	1.8810	158	0.6798	0.4234	0.6798	0.8245
No log	1.9048	160	0.7027	0.4890	0.7027	0.8382
No log	1.9286	162	0.7132	0.4385	0.7132	0.8445
No log	1.9524	164	0.8890	0.4175	0.8890	0.9429
No log	1.9762	166	0.9726	0.4036	0.9726	0.9862
No log	2.0	168	0.7871	0.4450	0.7871	0.8872
No log	2.0238	170	0.7396	0.5183	0.7396	0.8600
No log	2.0476	172	0.8091	0.5079	0.8091	0.8995
No log	2.0714	174	0.7833	0.5236	0.7833	0.8850
No log	2.0952	176	0.7520	0.5065	0.7520	0.8672
No log	2.1190	178	0.7388	0.4470	0.7388	0.8595
No log	2.1429	180	0.7379	0.4653	0.7379	0.8590
No log	2.1667	182	0.7340	0.4894	0.7340	0.8568
No log	2.1905	184	0.7340	0.4646	0.7340	0.8567
No log	2.2143	186	0.7421	0.3997	0.7421	0.8615
No log	2.2381	188	0.7186	0.4852	0.7186	0.8477
No log	2.2619	190	0.6937	0.4732	0.6937	0.8329
No log	2.2857	192	0.7036	0.5145	0.7036	0.8388
No log	2.3095	194	0.7271	0.5012	0.7271	0.8527
No log	2.3333	196	0.7103	0.5072	0.7103	0.8428
No log	2.3571	198	0.7121	0.5195	0.7121	0.8439
No log	2.3810	200	0.7329	0.5161	0.7329	0.8561
No log	2.4048	202	0.7417	0.5134	0.7417	0.8612
No log	2.4286	204	0.7699	0.4653	0.7699	0.8774
No log	2.4524	206	0.7341	0.5060	0.7341	0.8568
No log	2.4762	208	0.6708	0.5192	0.6708	0.8191
No log	2.5	210	0.6767	0.5161	0.6767	0.8226
No log	2.5238	212	0.6708	0.5329	0.6708	0.8190
No log	2.5476	214	0.6832	0.5548	0.6832	0.8266
No log	2.5714	216	0.7152	0.5504	0.7152	0.8457
No log	2.5952	218	0.7481	0.5371	0.7481	0.8649
No log	2.6190	220	0.7329	0.5371	0.7329	0.8561
No log	2.6429	222	0.7374	0.5371	0.7374	0.8587
No log	2.6667	224	0.7854	0.5248	0.7854	0.8862
No log	2.6905	226	0.8153	0.5177	0.8153	0.9029
No log	2.7143	228	0.7895	0.5203	0.7895	0.8886
No log	2.7381	230	0.7597	0.5127	0.7597	0.8716
No log	2.7619	232	0.7157	0.5160	0.7157	0.8460
No log	2.7857	234	0.7375	0.5012	0.7375	0.8588
No log	2.8095	236	0.7498	0.4919	0.7498	0.8659
No log	2.8333	238	0.7023	0.5190	0.7023	0.8380
No log	2.8571	240	0.7086	0.4470	0.7086	0.8418
No log	2.8810	242	0.7252	0.4656	0.7252	0.8516
No log	2.9048	244	0.7328	0.5150	0.7328	0.8561
No log	2.9286	246	0.7263	0.5232	0.7263	0.8522
No log	2.9524	248	0.7252	0.4838	0.7252	0.8516
No log	2.9762	250	0.7354	0.5008	0.7354	0.8576
No log	3.0	252	0.7331	0.5073	0.7331	0.8562
No log	3.0238	254	0.7360	0.5106	0.7360	0.8579
No log	3.0476	256	0.7517	0.4568	0.7517	0.8670
No log	3.0714	258	0.7738	0.4961	0.7738	0.8797
No log	3.0952	260	0.8108	0.4736	0.8108	0.9005
No log	3.1190	262	0.8033	0.4736	0.8033	0.8962
No log	3.1429	264	0.8272	0.4647	0.8272	0.9095
No log	3.1667	266	0.8821	0.4850	0.8821	0.9392
No log	3.1905	268	0.8399	0.5022	0.8399	0.9165
No log	3.2143	270	0.7418	0.4955	0.7418	0.8613
No log	3.2381	272	0.6929	0.5345	0.6929	0.8324
No log	3.2619	274	0.6604	0.5078	0.6604	0.8127
No log	3.2857	276	0.6651	0.4796	0.6651	0.8155
No log	3.3095	278	0.7315	0.4786	0.7315	0.8553
No log	3.3333	280	0.7445	0.4872	0.7445	0.8629
No log	3.3571	282	0.6966	0.4834	0.6966	0.8346
No log	3.3810	284	0.7172	0.4569	0.7172	0.8469
No log	3.4048	286	0.7468	0.4569	0.7468	0.8642
No log	3.4286	288	0.7860	0.4562	0.7860	0.8866
No log	3.4524	290	0.8013	0.4726	0.8013	0.8952
No log	3.4762	292	0.8384	0.4824	0.8384	0.9156
No log	3.5	294	0.8415	0.4561	0.8415	0.9173
No log	3.5238	296	0.7754	0.4609	0.7754	0.8806
No log	3.5476	298	0.7211	0.4697	0.7211	0.8492
No log	3.5714	300	0.7218	0.5201	0.7218	0.8496
No log	3.5952	302	0.7040	0.4959	0.7040	0.8391
No log	3.6190	304	0.7032	0.4321	0.7032	0.8386
No log	3.6429	306	0.8733	0.4856	0.8733	0.9345
No log	3.6667	308	0.9980	0.4586	0.9980	0.9990
No log	3.6905	310	0.8856	0.4692	0.8856	0.9410
No log	3.7143	312	0.6945	0.4394	0.6945	0.8334
No log	3.7381	314	0.6457	0.5132	0.6457	0.8035
No log	3.7619	316	0.6375	0.4970	0.6375	0.7985
No log	3.7857	318	0.6360	0.4559	0.6360	0.7975
No log	3.8095	320	0.6332	0.4766	0.6332	0.7957
No log	3.8333	322	0.6470	0.4544	0.6470	0.8044
No log	3.8571	324	0.6488	0.4298	0.6488	0.8055
No log	3.8810	326	0.6589	0.4481	0.6589	0.8117
No log	3.9048	328	0.7052	0.4747	0.7052	0.8398
No log	3.9286	330	0.6882	0.4420	0.6882	0.8296
No log	3.9524	332	0.6566	0.4739	0.6566	0.8103
No log	3.9762	334	0.6509	0.4956	0.6509	0.8068
No log	4.0	336	0.6413	0.5068	0.6413	0.8008
No log	4.0238	338	0.6254	0.4690	0.6254	0.7908
No log	4.0476	340	0.6260	0.5091	0.6260	0.7912
No log	4.0714	342	0.6527	0.4873	0.6527	0.8079
No log	4.0952	344	0.6393	0.5054	0.6393	0.7996
No log	4.1190	346	0.6316	0.5519	0.6316	0.7947
No log	4.1429	348	0.6535	0.4856	0.6535	0.8084
No log	4.1667	350	0.6425	0.5295	0.6425	0.8016
No log	4.1905	352	0.6464	0.5306	0.6464	0.8040
No log	4.2143	354	0.6565	0.4698	0.6565	0.8102
No log	4.2381	356	0.6520	0.4709	0.6520	0.8075
No log	4.2619	358	0.6474	0.4501	0.6474	0.8046
No log	4.2857	360	0.6246	0.5610	0.6246	0.7903
No log	4.3095	362	0.6285	0.5371	0.6285	0.7928
No log	4.3333	364	0.6416	0.5264	0.6416	0.8010
No log	4.3571	366	0.6278	0.5563	0.6278	0.7923
No log	4.3810	368	0.6144	0.5391	0.6144	0.7839
No log	4.4048	370	0.6056	0.4994	0.6056	0.7782
No log	4.4286	372	0.6147	0.5501	0.6147	0.7840
No log	4.4524	374	0.6125	0.5155	0.6125	0.7826
No log	4.4762	376	0.6231	0.4897	0.6231	0.7894
No log	4.5	378	0.6479	0.5183	0.6479	0.8049
No log	4.5238	380	0.7006	0.5280	0.7006	0.8370
No log	4.5476	382	0.7870	0.5253	0.7870	0.8871
No log	4.5714	384	0.8409	0.5008	0.8409	0.9170
No log	4.5952	386	0.8464	0.5216	0.8464	0.9200
No log	4.6190	388	0.8115	0.5251	0.8115	0.9009
No log	4.6429	390	0.7854	0.5383	0.7854	0.8862
No log	4.6667	392	0.7392	0.5190	0.7392	0.8597
No log	4.6905	394	0.7179	0.5632	0.7179	0.8473
No log	4.7143	396	0.7458	0.5211	0.7458	0.8636
No log	4.7381	398	0.7514	0.5211	0.7514	0.8668
No log	4.7619	400	0.7063	0.6011	0.7063	0.8404
No log	4.7857	402	0.6879	0.5971	0.6879	0.8294
No log	4.8095	404	0.6787	0.5992	0.6787	0.8238
No log	4.8333	406	0.6378	0.5489	0.6378	0.7986
No log	4.8571	408	0.6207	0.5080	0.6207	0.7878
No log	4.8810	410	0.6342	0.5335	0.6342	0.7964
No log	4.9048	412	0.6282	0.4997	0.6282	0.7926
No log	4.9286	414	0.6385	0.5548	0.6385	0.7991
No log	4.9524	416	0.6931	0.5678	0.6931	0.8325
No log	4.9762	418	0.7189	0.5222	0.7189	0.8479
No log	5.0	420	0.6800	0.5384	0.6800	0.8246
No log	5.0238	422	0.6517	0.5095	0.6517	0.8073
No log	5.0476	424	0.6425	0.5267	0.6425	0.8016
No log	5.0714	426	0.6369	0.4918	0.6369	0.7981
No log	5.0952	428	0.6597	0.5395	0.6597	0.8122
No log	5.1190	430	0.6824	0.54	0.6824	0.8261
No log	5.1429	432	0.6699	0.5163	0.6699	0.8185
No log	5.1667	434	0.6808	0.5462	0.6808	0.8251
No log	5.1905	436	0.7022	0.5774	0.7022	0.8380
No log	5.2143	438	0.7275	0.5741	0.7275	0.8529
No log	5.2381	440	0.7374	0.5477	0.7374	0.8587
No log	5.2619	442	0.7225	0.5575	0.7225	0.8500
No log	5.2857	444	0.6834	0.5348	0.6834	0.8267
No log	5.3095	446	0.6813	0.5292	0.6813	0.8254
No log	5.3333	448	0.6872	0.5292	0.6872	0.8290
No log	5.3571	450	0.7030	0.5503	0.7030	0.8385
No log	5.3810	452	0.7732	0.5476	0.7732	0.8793
No log	5.4048	454	0.8319	0.5015	0.8319	0.9121
No log	5.4286	456	0.8283	0.5015	0.8283	0.9101
No log	5.4524	458	0.8051	0.5412	0.8051	0.8973
No log	5.4762	460	0.7528	0.5478	0.7528	0.8677
No log	5.5	462	0.7233	0.5533	0.7233	0.8505
No log	5.5238	464	0.6934	0.5303	0.6934	0.8327
No log	5.5476	466	0.6819	0.5361	0.6819	0.8257
No log	5.5714	468	0.6582	0.5184	0.6582	0.8113
No log	5.5952	470	0.6390	0.5184	0.6390	0.7993
No log	5.6190	472	0.6264	0.5189	0.6264	0.7915
No log	5.6429	474	0.6367	0.5593	0.6367	0.7979
No log	5.6667	476	0.6505	0.5962	0.6505	0.8065
No log	5.6905	478	0.6910	0.5588	0.6910	0.8312
No log	5.7143	480	0.7354	0.5125	0.7354	0.8575
No log	5.7381	482	0.7074	0.5481	0.7074	0.8411
No log	5.7619	484	0.6510	0.5885	0.6510	0.8069
No log	5.7857	486	0.6180	0.5299	0.6180	0.7861
No log	5.8095	488	0.6276	0.5183	0.6276	0.7922
No log	5.8333	490	0.6514	0.5685	0.6514	0.8071
No log	5.8571	492	0.6715	0.5809	0.6715	0.8194
No log	5.8810	494	0.6806	0.5719	0.6806	0.8250
No log	5.9048	496	0.6863	0.5688	0.6863	0.8284
No log	5.9286	498	0.6722	0.5750	0.6722	0.8199
0.4302	5.9524	500	0.6724	0.5562	0.6724	0.8200
0.4302	5.9762	502	0.6595	0.4976	0.6595	0.8121
0.4302	6.0	504	0.6544	0.4935	0.6544	0.8089
0.4302	6.0238	506	0.6407	0.4859	0.6407	0.8004
0.4302	6.0476	508	0.6296	0.5018	0.6296	0.7935
0.4302	6.0714	510	0.6385	0.5457	0.6385	0.7991
0.4302	6.0952	512	0.6375	0.5455	0.6375	0.7984
0.4302	6.1190	514	0.6257	0.5274	0.6257	0.7910
0.4302	6.1429	516	0.6140	0.5115	0.6140	0.7836
0.4302	6.1667	518	0.6067	0.5184	0.6067	0.7789
0.4302	6.1905	520	0.6131	0.5506	0.6131	0.7830
0.4302	6.2143	522	0.6186	0.5349	0.6186	0.7865
0.4302	6.2381	524	0.6329	0.5367	0.6329	0.7955
0.4302	6.2619	526	0.6457	0.4994	0.6457	0.8036
0.4302	6.2857	528	0.6597	0.4713	0.6597	0.8122
0.4302	6.3095	530	0.6665	0.4746	0.6665	0.8164
0.4302	6.3333	532	0.6489	0.4968	0.6489	0.8056
0.4302	6.3571	534	0.6492	0.5085	0.6492	0.8057
0.4302	6.3810	536	0.6726	0.5164	0.6726	0.8201
0.4302	6.4048	538	0.6882	0.5269	0.6882	0.8296
0.4302	6.4286	540	0.6791	0.5154	0.6791	0.8241
0.4302	6.4524	542	0.6908	0.5269	0.6908	0.8311
0.4302	6.4762	544	0.7408	0.5243	0.7408	0.8607
0.4302	6.5	546	0.7678	0.5243	0.7678	0.8762
0.4302	6.5238	548	0.7387	0.5334	0.7387	0.8595
0.4302	6.5476	550	0.6926	0.5503	0.6926	0.8322
0.4302	6.5714	552	0.6483	0.4994	0.6483	0.8052
0.4302	6.5952	554	0.6340	0.5185	0.6340	0.7963
0.4302	6.6190	556	0.6252	0.5049	0.6252	0.7907
0.4302	6.6429	558	0.6302	0.5231	0.6302	0.7939
0.4302	6.6667	560	0.6639	0.5696	0.6639	0.8148
0.4302	6.6905	562	0.7039	0.5544	0.7039	0.8390
0.4302	6.7143	564	0.7140	0.5545	0.7140	0.8450
0.4302	6.7381	566	0.7032	0.5721	0.7032	0.8385
0.4302	6.7619	568	0.6872	0.5721	0.6872	0.8290
0.4302	6.7857	570	0.6768	0.5791	0.6768	0.8227
0.4302	6.8095	572	0.6769	0.5774	0.6769	0.8227
0.4302	6.8333	574	0.6864	0.5721	0.6864	0.8285
0.4302	6.8571	576	0.7075	0.5632	0.7075	0.8411
0.4302	6.8810	578	0.7247	0.5530	0.7247	0.8513
0.4302	6.9048	580	0.7439	0.5108	0.7439	0.8625
0.4302	6.9286	582	0.7801	0.5112	0.7801	0.8832
0.4302	6.9524	584	0.7644	0.5122	0.7644	0.8743
0.4302	6.9762	586	0.7179	0.5222	0.7179	0.8473
0.4302	7.0	588	0.6663	0.5633	0.6663	0.8163
0.4302	7.0238	590	0.6586	0.5706	0.6586	0.8115
0.4302	7.0476	592	0.6576	0.5798	0.6576	0.8109
0.4302	7.0714	594	0.6807	0.5077	0.6807	0.8251
0.4302	7.0952	596	0.7112	0.5192	0.7112	0.8434
0.4302	7.1190	598	0.7029	0.5192	0.7029	0.8384
0.4302	7.1429	600	0.6784	0.5429	0.6784	0.8237
0.4302	7.1667	602	0.6657	0.5931	0.6657	0.8159
0.4302	7.1905	604	0.6392	0.5518	0.6392	0.7995
0.4302	7.2143	606	0.6271	0.5411	0.6271	0.7919
0.4302	7.2381	608	0.6217	0.5030	0.6217	0.7885
0.4302	7.2619	610	0.6233	0.5350	0.6233	0.7895
0.4302	7.2857	612	0.6418	0.5696	0.6418	0.8011
0.4302	7.3095	614	0.6966	0.5395	0.6966	0.8346
0.4302	7.3333	616	0.7323	0.5233	0.7323	0.8557
0.4302	7.3571	618	0.7276	0.5175	0.7276	0.8530
0.4302	7.3810	620	0.6857	0.5857	0.6857	0.8281
0.4302	7.4048	622	0.6713	0.5931	0.6713	0.8193
0.4302	7.4286	624	0.6774	0.5931	0.6774	0.8230
0.4302	7.4524	626	0.6702	0.5931	0.6702	0.8187
0.4302	7.4762	628	0.6696	0.5931	0.6696	0.8183
0.4302	7.5	630	0.6714	0.5857	0.6714	0.8194
0.4302	7.5238	632	0.6873	0.5618	0.6873	0.8291
0.4302	7.5476	634	0.6799	0.5652	0.6799	0.8246
0.4302	7.5714	636	0.6896	0.5603	0.6896	0.8304
0.4302	7.5952	638	0.6903	0.5603	0.6903	0.8308
0.4302	7.6190	640	0.6828	0.5574	0.6828	0.8263
0.4302	7.6429	642	0.6711	0.5728	0.6711	0.8192
0.4302	7.6667	644	0.6629	0.5956	0.6629	0.8142
0.4302	7.6905	646	0.6666	0.5951	0.6666	0.8165
0.4302	7.7143	648	0.6740	0.5951	0.6740	0.8210
0.4302	7.7381	650	0.6986	0.5559	0.6986	0.8358
0.4302	7.7619	652	0.7198	0.5403	0.7198	0.8484
0.4302	7.7857	654	0.7531	0.5378	0.7531	0.8678
0.4302	7.8095	656	0.7573	0.5437	0.7573	0.8702
0.4302	7.8333	658	0.7500	0.5437	0.7500	0.8660
0.4302	7.8571	660	0.7278	0.5299	0.7278	0.8531
0.4302	7.8810	662	0.6968	0.5321	0.6968	0.8348
0.4302	7.9048	664	0.6763	0.5197	0.6763	0.8224
0.4302	7.9286	666	0.6551	0.5354	0.6551	0.8094
0.4302	7.9524	668	0.6463	0.5354	0.6463	0.8039
0.4302	7.9762	670	0.6559	0.5681	0.6559	0.8099
0.4302	8.0	672	0.6648	0.5574	0.6648	0.8154
0.4302	8.0238	674	0.6778	0.5436	0.6778	0.8233
0.4302	8.0476	676	0.6636	0.5436	0.6636	0.8146
0.4302	8.0714	678	0.6415	0.5900	0.6415	0.8010
0.4302	8.0952	680	0.6235	0.5609	0.6235	0.7896
0.4302	8.1190	682	0.6186	0.5316	0.6186	0.7865
0.4302	8.1429	684	0.6291	0.5441	0.6291	0.7932
0.4302	8.1667	686	0.6359	0.5488	0.6359	0.7974
0.4302	8.1905	688	0.6433	0.5397	0.6433	0.8021
0.4302	8.2143	690	0.6585	0.5488	0.6585	0.8115
0.4302	8.2381	692	0.6804	0.5590	0.6804	0.8248
0.4302	8.2619	694	0.7020	0.54	0.7020	0.8378
0.4302	8.2857	696	0.7089	0.54	0.7089	0.8420
0.4302	8.3095	698	0.7000	0.54	0.7000	0.8367
0.4302	8.3333	700	0.6959	0.5403	0.6959	0.8342
0.4302	8.3571	702	0.6761	0.5590	0.6761	0.8222
0.4302	8.3810	704	0.6567	0.5418	0.6567	0.8104
0.4302	8.4048	706	0.6431	0.5669	0.6431	0.8019
0.4302	8.4286	708	0.6368	0.5669	0.6368	0.7980
0.4302	8.4524	710	0.6297	0.5669	0.6297	0.7935
0.4302	8.4762	712	0.6321	0.5669	0.6321	0.7951
0.4302	8.5	714	0.6389	0.5653	0.6389	0.7993
0.4302	8.5238	716	0.6485	0.5515	0.6485	0.8053
0.4302	8.5476	718	0.6630	0.5634	0.6630	0.8142
0.4302	8.5714	720	0.6686	0.5618	0.6686	0.8177
0.4302	8.5952	722	0.6666	0.5618	0.6666	0.8165
0.4302	8.6190	724	0.6599	0.5515	0.6599	0.8123
0.4302	8.6429	726	0.6574	0.5515	0.6574	0.8108
0.4302	8.6667	728	0.6629	0.5515	0.6629	0.8142
0.4302	8.6905	730	0.6737	0.5617	0.6737	0.8208
0.4302	8.7143	732	0.6721	0.5617	0.6721	0.8198
0.4302	8.7381	734	0.6630	0.5515	0.6630	0.8142
0.4302	8.7619	736	0.6467	0.5679	0.6467	0.8042
0.4302	8.7857	738	0.6382	0.5457	0.6382	0.7989
0.4302	8.8095	740	0.6397	0.5262	0.6397	0.7998
0.4302	8.8333	742	0.6389	0.5262	0.6389	0.7993
0.4302	8.8571	744	0.6416	0.5502	0.6416	0.8010
0.4302	8.8810	746	0.6374	0.5262	0.6374	0.7984
0.4302	8.9048	748	0.6334	0.5137	0.6334	0.7959
0.4302	8.9286	750	0.6339	0.5197	0.6339	0.7962
0.4302	8.9524	752	0.6374	0.5321	0.6374	0.7984
0.4302	8.9762	754	0.6432	0.5696	0.6432	0.8020
0.4302	9.0	756	0.6483	0.5738	0.6483	0.8052
0.4302	9.0238	758	0.6512	0.5664	0.6512	0.8070
0.4302	9.0476	760	0.6598	0.5516	0.6598	0.8123
0.4302	9.0714	762	0.6687	0.5501	0.6687	0.8178
0.4302	9.0952	764	0.6683	0.5501	0.6683	0.8175
0.4302	9.1190	766	0.6594	0.5665	0.6594	0.8121
0.4302	9.1429	768	0.6477	0.5681	0.6477	0.8048
0.4302	9.1667	770	0.6376	0.5321	0.6376	0.7985
0.4302	9.1905	772	0.6318	0.5243	0.6318	0.7948
0.4302	9.2143	774	0.6299	0.5255	0.6299	0.7937
0.4302	9.2381	776	0.6313	0.5255	0.6313	0.7946
0.4302	9.2619	778	0.6324	0.5324	0.6324	0.7953
0.4302	9.2857	780	0.6356	0.5243	0.6356	0.7973
0.4302	9.3095	782	0.6407	0.5279	0.6407	0.8004
0.4302	9.3333	784	0.6457	0.5502	0.6457	0.8035
0.4302	9.3571	786	0.6537	0.5679	0.6537	0.8085
0.4302	9.3810	788	0.6615	0.5664	0.6615	0.8133
0.4302	9.4048	790	0.6698	0.5501	0.6698	0.8184
0.4302	9.4286	792	0.6733	0.5501	0.6733	0.8206
0.4302	9.4524	794	0.6749	0.5501	0.6749	0.8215
0.4302	9.4762	796	0.6741	0.5501	0.6741	0.8210
0.4302	9.5	798	0.6696	0.5501	0.6696	0.8183
0.4302	9.5238	800	0.6634	0.5664	0.6634	0.8145
0.4302	9.5476	802	0.6543	0.5664	0.6543	0.8089
0.4302	9.5714	804	0.6492	0.5696	0.6492	0.8057
0.4302	9.5952	806	0.6447	0.5713	0.6447	0.8029
0.4302	9.6190	808	0.6411	0.5517	0.6411	0.8007
0.4302	9.6429	810	0.6392	0.5457	0.6392	0.7995
0.4302	9.6667	812	0.6397	0.5334	0.6397	0.7998
0.4302	9.6905	814	0.6411	0.5457	0.6411	0.8007
0.4302	9.7143	816	0.6419	0.5457	0.6419	0.8012
0.4302	9.7381	818	0.6426	0.5457	0.6426	0.8016
0.4302	9.7619	820	0.6432	0.5517	0.6432	0.8020
0.4302	9.7857	822	0.6432	0.5395	0.6432	0.8020
0.4302	9.8095	824	0.6432	0.5334	0.6432	0.8020
0.4302	9.8333	826	0.6438	0.5395	0.6438	0.8024
0.4302	9.8571	828	0.6434	0.5334	0.6434	0.8021
0.4302	9.8810	830	0.6434	0.5334	0.6434	0.8021
0.4302	9.9048	832	0.6431	0.5334	0.6431	0.8019
0.4302	9.9286	834	0.6426	0.5334	0.6426	0.8016
0.4302	9.9524	836	0.6422	0.5334	0.6422	0.8014
0.4302	9.9762	838	0.6418	0.5137	0.6418	0.8011
0.4302	10.0	840	0.6416	0.5137	0.6416	0.8010

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1